i-Analyst: An Agent-Based Distributed Data Mining Platform

Publisher:
IEEE
Publication Type:
Conference Proceeding
Citation:
Data Mining Workshops (ICDMW), 2010 IEEE International Conference on, 2010, pp. 1404 - 1406
Issue Date:
2010-01
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User-friendliness and performance are important properties of data mining and analysis tools. In this demo, we introduced an agent-based distributed data mining platform that allows users to manage and share the data-mining-related resources conveniently. Furthermore, the platform employs agents for workflow enactment in which the performance is improved with agent abilities. We also present an example to illustrate how the platform works in distributed environment. The performance is relatively competitive with non-agent approach when data is highly distributed and large.
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